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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DOP1B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DOP1B is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.9
Number of samples
486
Samples
Sample
Description
TPM
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
77.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
71.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
68.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
62.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
62.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
55.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
55.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
53.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
52.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
52.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
52.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
51.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
51.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
49.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
49.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
48.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
47.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
47.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
46.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
45.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
44.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
43.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
43.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
43.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
41.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
41.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
41.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
40.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
39.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
38.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
37.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
36.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DOP1B is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DOP1B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
79.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
54.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
51.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
50.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
47.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
42.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
40.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
40.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
39.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
39.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
39.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
35.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
34.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
30.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
